2012 Optical Sensing Nitrogen Management Group August 6-8 - Fargo, North Dakota
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2012 Optical Sensing Nitrogen Management Group
August 6-8 - Fargo, North Dakota
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Results Using Optical Sensors in South BrazilAgronomist Engineer, Dr. Fabrício PovhFundação ABC – Castro – Brazil
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Three Dutch CooperativesABC Foundation was created in October 23, 1984.
985 associates Arapoti - PR
601 associatesCarambeí - PR
718 associatesCastro - PR
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Recently more two Cooperatives
CoopagricolaPonta Grossa – PR
HolambraParanapanema – SP
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Área de atuação
Fundação ABC
Main
Partners
360,000 hectares1 million liters of milk/day
Batavo
Castrolanda
Capal
Fundação ABC
Coopagrícola
Holambra
67 municipals
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Experimental Fields
- Ponta Grossa – 74.88 ha
- Castro – 139.40 ha
- Tibagi – 21.37 ha
- Arapoti – 25.92 ha
- Itaberá – 51.64 ha
Total: 313 hectares
- For each 8 hectares from farmers, the
ABC Foundation has 1 plot
- 45,000 plots / year (Summer/Winter)
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experimental fields
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Annual average temperature
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• Crops in ABC group
• Summer: Soybeans, Corn (grain and silage), Beans
• Winter: Wheat, Oats (black and white), Rye Grass, Canola, Barley
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• Sensors in Brazil– GreenSeeker – Trimble – Santiago&Cintra;– N-sensor – Yara – Stara;– OptRX – AgLeader – Jacto;– Topcon – Massey Ferguson (AGCO Group).
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First Experiment (Nitrogen Rates in Wheat)
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y = -1E-05x2 + 0,0034x + 0,6582R2 = 0,98**
y = -2E-05x2 + 0,0032x + 0,6878R2 = 0,96**
0.6000.6500.7000.7500.8000.8500.900
0 30 60 90 120
Dose de N (kg ha-1)
ND
VI (7
6 D
AS)
Cambissolo LatossoloInceptisol Oxisol
N Rates
Feek
es 1
0
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70 – 120 – 25 – 70 – 0 – 120 – 25 – 70 – 25 – 120Nitrogen Rates
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600m T3 T1 T3 T3 T1 T3 T3 T1 T3 T3 T1 T3 T4 T2 T4 T4 T2 T4 T4 T2 T4 T4 T2 T4
1 2 3 4 5 6 7 8 9 10
6 m 11m 6m23,7 m 3,30 m
Wheat (2007)Tibagi – PR – Brazil
Treatments N (sowing) N (pre-plant) N (Feekes 3) N (Feekes 10) N (Total)
1 18 0 0 Sensor 18
2 18 34 0 Sensor 52
3 18 0 102 0 120
4 18 34 68 0 120
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20 kg N/ha
40 kg N/ha
60 kg N/ha
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1
2
3
Elevation (m)
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Speeds and Rates
20 kg N/ha – 9.0 km/h – 4ª II R
40 kg N/ha – 4.5 km/h – 2ª II R
60 kg N/ha – 3.0 km/h – 1ª II R
Nitro LL – 35% of N – 2:1 (water) – 2.5 bar
20 kg N/ha – 57.1 L – 171.4 L/ha
40 kg N/ha – 114.3 L – 342.9 L/ha
60 kg N/ha – 171.4 L/ha – 514.3 L/ha
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It would be applied: 250 kg N
It was applied: 76 kg N
Saving: 70%
18 kg/ha 52 kg/ha
It would be applied: 195 kg N
It was applied: 109 kg N
Saving: 44%
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VR – 3568 kg/ha
FR – 3546 kg/haVR – 3053 kg/ha
FR – 3026 kg/ha
Yield Map
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Higher NDVI:Plots 1 to 4
Lower NDVI:Plots 5 to 8
Wheat (2011)Castro – PR – Brazil
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Sowing fertilizer: 300 kg/ha 14-34-00 = 42 kg of NTop-dressing: 200 kg/ha 22-00-21 = 44 kg of NN total = 86 kg/ha
Plots 1-4 – Higher response: RI = 1.07 – N Rate: 44 kg/haHigher NDVI Values
Plots 5-8 – Lower response: RI = 1.03 – N Rate: 18 kg/haLower NDVI Values
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5.590 A 5.439 A
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
Sensor Farmer
Yiel
d (t
ha-1
)
Higher Response Index (86 kg N ha-1) Pr > F: 0,63
5.750 A4.944 B
0.01.02.03.04.05.06.07.0
60 kg N/ha 86 kg N/ha
Sensor Farmer
Yiel
d (t
ha-1
)
Lower Response Index Pr > F: 0,03*
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Loss of yield with high N rates in low N response years
5.415 b
5.730 ab
5.936 a
5.775 ab 5.720 ab
5.539 b
5.0
5.2
5.4
5.6
5.8
6.0
6.2
0 30 60 90 120 150
Yiel
d (t
ha-1
)
Nitrogen Rates (kg ha-1)
0.743 b
0.760 b
0.784 a 0.784 a 0.787 a0.775 a
0.720.730.740.750.760.770.780.790.80
0 30 60 90 120 150
NDV
I
Nitrogen Rates (kg ha-1)
Feekes 10
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The opposite!!
N Rich Strip
Lower potential yield zoneRI = 1,29
Higher potential yield zoneRI = 1,15
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N Rich Strip at the wrong place!!!Wheat (2012)
Higher NDVI zoneRI = 1.006 (Very Low Response)SI = 0.994
Lower NDVI zone???
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4.294 b4.642 a
0.00
1.00
2.00
3.00
4.00
5.00
6.00
N Rich Strip Sensor
98 kg/ha 55 kg/haYi
eld
(t/h
a)
26 plots harvestedside-by-side (13 points)N Rich Strip x Sensor
110 ha – Wheat (2011)
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The use of optical sensors to map
spatial variability
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Corn – 2.86 ha – Ponta Grossa – PR
NDVI
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Corn Yield (kg/ha)
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Soil Base Saturation (V%)
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Clay Soil EC
NDVI - Wheat Management Zones
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• Other uses:– Growth regulator in wheat and cotton;– Desiccants for potatoes and beans;
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Thanks!!Dr. Fabrício [email protected]: +55 42 2322-2662www.fundacaoabc.org.brCastro – Paraná – Brazil